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Dive into the research topics where Roosha Parikh is active.

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Featured researches published by Roosha Parikh.


Circulation-cardiovascular Imaging | 2014

Incremental Prognostic Value of Left Ventricular Global Longitudinal Strain in Patients with Aortic Stenosis and Preserved Ejection Fraction

Kenya Kusunose; Andrew Goodman; Roosha Parikh; Tyler Barr; Shikhar Agarwal; Zoran B. Popović; Richard A. Grimm; Brian P. Griffin; Milind Y. Desai

Background—We sought to assess the utility of left ventricular global longitudinal strain (LV-GLS) in predicting mortality in moderate to severe and paradoxical severe aortic stenosis (AS) patients with preserved ejection fraction. Methods and Results—We studied 395 AS patients (70±14 years, 57% men) with aortic valve area <1.3 cm2 evaluated between January to June 2008 (excluding severe other valve disease and LV ejection fraction <50%). Clinical and echocardiographic data were recorded. LV-GLS was analyzed using Velocity Vector Imaging. AS patients were classified as (a) moderate–severe (n=93; aortic valve area, 1.1–1.3 cm2), (b) standard severe (n=161; aortic valve area, ⩽1 cm2; mean gradient ≥40 mm Hg), and (c) paradoxical severe (n=141; aortic valve area, ⩽1 cm2 and mean gradient <40 mm Hg). Additive Euroscore was 7±3. The association of LV-GLS with all-cause mortality was assessed after risk-adjustment using Cox proportional hazards models. Median LV-GLS was −14.8% (interquartile range, −17.2%, −12.1%). At 4.4±1.4 years, there were 92 (23%) deaths. On multivariable Cox analysis, additive Euroscore (hazard ratio, 1.19; 1.13–1.27; P<0.001), New York Heart Association class (hazard ratio, 1.44; 1.11–1.87; P<0.001), AV surgery with time-dependent covariate analysis (hazard ratio, 0.29; 0.19–0.45; P<0.001), and LV-GLS (hazard ratio, 1.05; 1.03–1.07; P<0.001) were independent predictors of mortality. LV-GLS <−12.1% (4th quartile) was associated with significantly reduced survival. Addition of LV-GLS to clinical parameters (additive Euroscore+New York Heart Association class) led to significant improvement in prediction of mortality (&khgr;2 increased from 48 to 58; P<0.01). Conclusions—LV-GLS independently predicts mortality in moderate–severe and severe AS patients with preserved LV ejection fraction, providing incremental prognostic utility, in addition to standard clinical and echocardiographic parameters.


Circulation-heart Failure | 2015

Mini-Cog PerformanceCLINICAL PERSPECTIVE

Apurva Patel; Roosha Parikh; Erik H. Howell; Eileen Hsich; Steven H. Landers; Eiran Z. Gorodeski

Background—Heart failure (HF) guidelines recommend screening for cognitive impairment (CI) but do not identify how. The Mini-Cog is an ultrashort cognitive “vital signs” measure that has not been studied in patients hospitalized for HF. The purpose of this study was to evaluate whether CI as assessed by the Mini-Cog is associated with increased readmission or mortality risk after hospitalization for HF. Methods and Results—We analyzed 720 consecutive patients who completed the Mini-Cog as a part of routine clinical care during hospitalization for HF. Our primary outcome was time between hospital discharge and first occurrence of readmission or mortality. There was a high prevalence of CI as quantified by Mini-Cog performance (23% of cohort). During a mean follow-up time of 6 months, 342 (48%) patients were readmitted, and 24 (3%) died. Poor Mini-Cog performance was an independent predictor of composite outcome (adjusted hazard ratio, 1.90; 95% confidence interval, 1.47–2.44; P<0.0001) and was identified as the most important predictor among 55 variables by random survival forest analysis. Inclusion of Mini-Cog performance in risk models improved accuracy (bootstrapped c-index, 0.602 versus 0.624) and risk reclassification (category-free net reclassification improvement, 27%; 95% confidence interval, 14%–40%; P<0.001). Secondary analysis of initial 30 days post discharge showed effect modification by venue of discharge, whereby patients with CI discharged to a facility had longer time to outcome as compared with those discharged home. Conclusions—Mini-Cog performance is a novel marker of posthospitalization risk. Discharge to facility rather than home may be protective for those patients with HF and CI. It is unknown whether structured in-home support would yield similar outcomes.Background— Heart failure (HF) guidelines recommend screening for cognitive impairment (CI) but do not identify how. The Mini-Cog is an ultrashort cognitive “vital signs” measure that has not been studied in patients hospitalized for HF. The purpose of this study was to evaluate whether CI as assessed by the Mini-Cog is associated with increased readmission or mortality risk after hospitalization for HF. Methods and Results— We analyzed 720 consecutive patients who completed the Mini-Cog as a part of routine clinical care during hospitalization for HF. Our primary outcome was time between hospital discharge and first occurrence of readmission or mortality. There was a high prevalence of CI as quantified by Mini-Cog performance (23% of cohort). During a mean follow-up time of 6 months, 342 (48%) patients were readmitted, and 24 (3%) died. Poor Mini-Cog performance was an independent predictor of composite outcome (adjusted hazard ratio, 1.90; 95% confidence interval, 1.47–2.44; P <0.0001) and was identified as the most important predictor among 55 variables by random survival forest analysis. Inclusion of Mini-Cog performance in risk models improved accuracy (bootstrapped c -index, 0.602 versus 0.624) and risk reclassification (category-free net reclassification improvement, 27%; 95% confidence interval, 14%–40%; P <0.001). Secondary analysis of initial 30 days post discharge showed effect modification by venue of discharge, whereby patients with CI discharged to a facility had longer time to outcome as compared with those discharged home. Conclusions— Mini-Cog performance is a novel marker of posthospitalization risk. Discharge to facility rather than home may be protective for those patients with HF and CI. It is unknown whether structured in-home support would yield similar outcomes.


The Journal of Thoracic and Cardiovascular Surgery | 2015

Outcomes of surgical aortic valve replacement for severe aortic stenosis: Incorporation of left ventricular systolic function and stroke volume index

Roosha Parikh; Andrew Goodman; Tyler Barr; Joseph F. Sabik; Lars G. Svensson; Luis Leonardo Rodriguez; Bruce W. Lytle; Richard A. Grimm; Brian P. Griffin; Milind Y. Desai

OBJECTIVES We sought to assess predictors of mortality in consecutive patients with severe aortic stenosis undergoing aortic valve replacement and to determine whether there are differences in mortality, separated on the basis of different aortic stenosis subtypes and left ventricular stroke volume index. METHODS We studied 875 patients (aged 69 ± 12 years, 67% were men) with severe aortic stenosis (aortic valve area ≤ 1 cm(2)) who underwent aortic valve replacement between January 2007 and December 2008 (excluding other severe valve disease, balloon aortic valvuloplasty, and transcatheter aortic valve replacement). Clinical and echocardiographic data were recorded. Left ventricular stroke volume index was measured as left ventricular outflow tract velocity time integral × left ventricular outflow tract area/body surface area. Patients were classified into the following subtypes: (1) standard severe (n = 536, left ventricular ejection fraction ≥ 50% and mean gradient ≥ 40 mm Hg); (2) paradoxic severe (n = 152, left ventricular ejection fraction ≥ 50%, mean gradient <40 mm Hg and left ventricular stroke volume index <35 mL/m(2)); and (3) low left ventricular ejection fraction severe (n = 187, ejection fraction <50%). Society of Thoracic Surgeons score and all-cause mortality were recorded. RESULTS At 4.8 ± 2 years, 153 patients (18%) died (30-day mortality 1.8%). On multivariable Cox analysis, age (hazard ratio [HR], 1.49), New York Heart Association class (HR, 1.52), prior cardiac surgery (HR, 1.41), aortic stenosis subtypes (standard severe reference HR, 1; paradoxic severe HR, 1.48; and low left ventricular ejection fraction severe HR, 2.03), and reduced glomerular filtration rate (HR, 1.17) were associated with higher long-term mortality (P < .05). CONCLUSIONS In patients with severe aortic stenosis undergoing aortic valve replacement, patients with standard severe aortic stenosis had better long-term survival than those with paradoxic severe or low left ventricular ejection fraction severe aortic stenosis.


Circulation-heart Failure | 2015

Mini-Cog Performance Novel Marker of Post Discharge Risk Among Patients Hospitalized for Heart Failure

Apurva Patel; Roosha Parikh; Erik H. Howell; Eileen Hsich; Steven H. Landers; Eiran Z. Gorodeski

Background—Heart failure (HF) guidelines recommend screening for cognitive impairment (CI) but do not identify how. The Mini-Cog is an ultrashort cognitive “vital signs” measure that has not been studied in patients hospitalized for HF. The purpose of this study was to evaluate whether CI as assessed by the Mini-Cog is associated with increased readmission or mortality risk after hospitalization for HF. Methods and Results—We analyzed 720 consecutive patients who completed the Mini-Cog as a part of routine clinical care during hospitalization for HF. Our primary outcome was time between hospital discharge and first occurrence of readmission or mortality. There was a high prevalence of CI as quantified by Mini-Cog performance (23% of cohort). During a mean follow-up time of 6 months, 342 (48%) patients were readmitted, and 24 (3%) died. Poor Mini-Cog performance was an independent predictor of composite outcome (adjusted hazard ratio, 1.90; 95% confidence interval, 1.47–2.44; P<0.0001) and was identified as the most important predictor among 55 variables by random survival forest analysis. Inclusion of Mini-Cog performance in risk models improved accuracy (bootstrapped c-index, 0.602 versus 0.624) and risk reclassification (category-free net reclassification improvement, 27%; 95% confidence interval, 14%–40%; P<0.001). Secondary analysis of initial 30 days post discharge showed effect modification by venue of discharge, whereby patients with CI discharged to a facility had longer time to outcome as compared with those discharged home. Conclusions—Mini-Cog performance is a novel marker of posthospitalization risk. Discharge to facility rather than home may be protective for those patients with HF and CI. It is unknown whether structured in-home support would yield similar outcomes.Background— Heart failure (HF) guidelines recommend screening for cognitive impairment (CI) but do not identify how. The Mini-Cog is an ultrashort cognitive “vital signs” measure that has not been studied in patients hospitalized for HF. The purpose of this study was to evaluate whether CI as assessed by the Mini-Cog is associated with increased readmission or mortality risk after hospitalization for HF. Methods and Results— We analyzed 720 consecutive patients who completed the Mini-Cog as a part of routine clinical care during hospitalization for HF. Our primary outcome was time between hospital discharge and first occurrence of readmission or mortality. There was a high prevalence of CI as quantified by Mini-Cog performance (23% of cohort). During a mean follow-up time of 6 months, 342 (48%) patients were readmitted, and 24 (3%) died. Poor Mini-Cog performance was an independent predictor of composite outcome (adjusted hazard ratio, 1.90; 95% confidence interval, 1.47–2.44; P <0.0001) and was identified as the most important predictor among 55 variables by random survival forest analysis. Inclusion of Mini-Cog performance in risk models improved accuracy (bootstrapped c -index, 0.602 versus 0.624) and risk reclassification (category-free net reclassification improvement, 27%; 95% confidence interval, 14%–40%; P <0.001). Secondary analysis of initial 30 days post discharge showed effect modification by venue of discharge, whereby patients with CI discharged to a facility had longer time to outcome as compared with those discharged home. Conclusions— Mini-Cog performance is a novel marker of posthospitalization risk. Discharge to facility rather than home may be protective for those patients with HF and CI. It is unknown whether structured in-home support would yield similar outcomes.


Cardiovascular Revascularization Medicine | 2014

Orbital atherectomy system in treating calcified coronary lesions: 3-Year follow-up in first human use study (ORBIT I trial)

Parloop Bhatt; Parth Parikh; Apurva Patel; Milan Chag; Anish Chandarana; Roosha Parikh; Keyur Parikh

BACKGROUND/PURPOSE The ORBIT I trial evaluated the safety and performance of an orbital atherectomy system (OAS) in treating de novo calcified coronary lesions. Severely calcified coronary arteries pose ongoing treatment challenges. Stent placement in calcified lesions can result in stent under expansion, malapposition and procedural complications. OAS treatment may be recommended to facilitate coronary stent implantation in these difficult lesions. MATERIALS/METHODS Fifty patients with de novo calcified coronary lesions were enrolled in the ORBIT I trial. Patients were treated with the OAS followed by stent placement. Our institution treated 33/50 patients and continued follow-up for 3 years. RESULTS Average age was 54.4 years and 90.9% were males. Mean lesion length was 15.9mm. The average number of OAS devices used per patient was 1.3. Procedural success was achieved in 97% of patients. Angiographic complications were observed in five patients (two minor dissections, one major dissection and two perforations). The cumulative major adverse cardiac event (MACE) rate was 6.1% in-hospital, 9.1% at 30 days, 12.1% at 6 months, 15.2% at 2 years, and 18.2% at 3years. The MACE rate included two in-hospital non Q-wave myocardial infarctions (MI), one additional non Q-wave MI at 30 days leading to target lesion revascularization (TLR), and three cardiac deaths. CONCLUSIONS The ORBIT I trial suggests that OAS treatment may offer an effective method to modify calcified coronary lesion compliance to facilitate optimal stent placement in these difficult-to-treat patients with acceptable levels of safety up to 3 years post-index procedure.


Journal of the American Heart Association | 2016

Synergistic Utility of Brain Natriuretic Peptide and Left Ventricular Strain in Patients With Significant Aortic Stenosis

Andrew Goodman; Kenya Kusunose; Zoran B. Popović; Roosha Parikh; Tyler Barr; Joseph F. Sabik; L. Leonardo Rodriguez; Lars G. Svensson; Brian P. Griffin; Milind Y. Desai

Background In aortic stenosis (AS), symptoms and left ventricular (LV) dysfunction represent a later disease state, and objective parameters that identify incipient LV dysfunction are needed. We sought to determine prognostic utility of brain natriuretic peptide (BNP) and left ventricular global longitudinal strain (LV‐GLS) in patients with aortic valve area <1.3 cm2. Methods and Results Five‐hundred and thirty‐one patients between January 2007 and December 2008 with aortic valve area <1.3 cm2 (86% with aortic valve area ≤1.1 cm2) and left ventricular ejection fraction ≥50% who had BNP drawn ≤90 days from initial echo were included. Society of Thoracic Surgeons (STS) score and mortality were recorded. Mean STS score, glomerular filtration rate, and median BNP were 11±5, 73±35 mL/min per 1.73 m , and 141 (60–313) pg/mL, respectively; 78% were in New York Heart Association class ≥II. Mean LV‐stroke volume index (LV‐SVI) and LV‐GLS were 39±10 mL/m2 and −13.9±3%. At 4.7±2 years, 405 patients (76%) underwent aortic valve replacement; 161 died (30%). On multivariable survival analysis, age (hazard ratio [HR] 1.46), New York Heart Association class (HR 1.27), coronary artery disease (HR 1.72), decreasing glomerular filtration rate (HR 1.15), increasing BNP (HR 1.16), worsening LV‐GLS (HR 1.13) and aortic valve replacement (time dependent) (HR 0.34) predicted survival (all P<0.01). For mortality, the c‐statistic incrementally increased as follows (all P<0.01): STS score (0.60 [0.58–0.64]), STS score+BNP (0.67 [0.62–0.70]), and STS score+BNP+LV‐GLS (0.74 [0.68–0.78]). Conclusions In normal LVEF patients with significant aortic stenosis, BNP and LV‐GLS provide incremental (additive not duplicative) prognostic information over established predictors, suggesting that both play a synergistic role in defining outcomes.


Journal of Endovascular Therapy | 2015

Comparative assessment of guidewire and microcatheter vs a crossing device-based strategy to traverse infrainguinal peripheral artery chronic total occlusions

Subhash Banerjee; Karan Sarode; Apurva Patel; Atif Mohammad; Roosha Parikh; Ehrin J. Armstrong; Shirling Tsai; Nicolas W. Shammas; Emmanouil S. Brilakis

Purpose: To compare success rates of a guidewire and microcatheter strategy vs the use of specialized crossing devices to traverse infrainguinal peripheral artery chronic total occlusions (CTOs). Methods: For this analysis, data on 438 consecutive infrainguinal CTO interventions in 438 patients (mean age 63.2 years; 402 men) performed between August 2006 and May 2014 were extracted from the multicenter Excellence in Peripheral Artery Disease (XLPAD) database (ClinicalTrials.gov; identifier NCT01904851). Primary technical success constituted placement of a guidewire in the true lumen, past the distal CTO cap, with the initial crossing strategy. Results: A wire-catheter strategy was used in 295 (67.4%) and a specialized CTO crossing device in 143 (32.6%) patients (p<0.001). Primary crossing technical success was higher with CTO devices (72.1% vs 51.9%, p<0.001). The primary wire-catheter arm used significantly more secondary CTO devices (28.1% vs 17.5%) and/or provisional re-entry devices (26.7% vs 4.9%) compared with the primary CTO device arm (both p<0.001). Secondary crossing technical success (defined as crossing with an alternate strategy: 67.5% vs 71.4%, p=1.000), provisional crossing technical success (defined as use of a re-entry device: 84.2% vs 87.5%, p=0.768), and procedure success (93.6% vs 90.9%, p=0.332) were similar between the wire-catheter and CTO device strategies, respectively. No differences were observed in periprocedural complications or 30-day adverse events; however, at 12 months, there was a significantly higher surgical revascularization rate in the primary wire-catheter arm (8.8% vs 2.8%, p=0.025). Conclusion: Infrainguinal peripheral artery CTO crossing is frequently attempted with a wire-catheter technique; however, an initial CTO crossing device approach is associated with higher primary technical success. Overall procedure success is similar with both strategies.


Cardiovascular Revascularization Medicine | 2015

Long-term safety and performance of the orbital atherectomy system for treating calcified coronary artery lesions: 5-Year follow-up in the ORBIT I trial

Parloop Bhatt; Parth Parikh; Apurva Patel; Milan Chag; Anish Chandarana; Roosha Parikh; Keyur Parikh

BACKGROUND/PURPOSE The ORBIT I trial, a first-in-man study, was conducted to evaluate the safety and performance of the orbital atherectomy system (OAS) in treating de novo calcified coronary lesions. METHODS/MATERIALS Fifty patients were enrolled between May and July 2008 based on several criteria, and were treated with the OAS followed by stent placement. The safety and performance of the OAS were evaluated by procedural success, device success, and overall major adverse cardiovascular event (MACE) rates, including cardiac death, myocardial infarction (MI) and need for target lesion revascularization (TLR). Our institution enrolled and treated 33 of the 50 patients and continued follow-up for 5 years. RESULTS Average age was 54 years and 91% were males. Mean lesion length was 15.9 mm. Device success was 100%, and average number of orbital atherectomy devices (OAD) used per patient was 1.3. Stents were placed directly after OAS in 31/32 patients (96.9%). All stents (average stent per lesion 1.1) were successfully deployed with 0.3% residual stenosis. The overall cumulative MACE rate was 6.1% in-hospital, 9.1% at 30 days, 12.1% at 6 months, 15.2% at 2 years, 18.2% at 3 years and 21.2% at 5 years (4 total cardiac deaths). None of the patients had Q-wave MIs. Angiographic complications were observed in 5 patients. No flow/slow flow due to distal embolization was observed. CONCLUSIONS The ORBIT I trial suggests that OAS treatment continues to offer a safe and effective method to change compliance of calcified coronary lesions to facilitate optimal stent placement in these difficult-to-treat patients.


Circulation-heart Failure | 2014

Mini-Cog Performance: A Novel Marker of Post-Discharge Risk Among Patients Hospitalized for Heart Failure

Apurva Patel; Roosha Parikh; Erik Howell; Eileen Hsich; Steven H. Landers; Eiran Z. Gorodeski

Background—Heart failure (HF) guidelines recommend screening for cognitive impairment (CI) but do not identify how. The Mini-Cog is an ultrashort cognitive “vital signs” measure that has not been studied in patients hospitalized for HF. The purpose of this study was to evaluate whether CI as assessed by the Mini-Cog is associated with increased readmission or mortality risk after hospitalization for HF. Methods and Results—We analyzed 720 consecutive patients who completed the Mini-Cog as a part of routine clinical care during hospitalization for HF. Our primary outcome was time between hospital discharge and first occurrence of readmission or mortality. There was a high prevalence of CI as quantified by Mini-Cog performance (23% of cohort). During a mean follow-up time of 6 months, 342 (48%) patients were readmitted, and 24 (3%) died. Poor Mini-Cog performance was an independent predictor of composite outcome (adjusted hazard ratio, 1.90; 95% confidence interval, 1.47–2.44; P<0.0001) and was identified as the most important predictor among 55 variables by random survival forest analysis. Inclusion of Mini-Cog performance in risk models improved accuracy (bootstrapped c-index, 0.602 versus 0.624) and risk reclassification (category-free net reclassification improvement, 27%; 95% confidence interval, 14%–40%; P<0.001). Secondary analysis of initial 30 days post discharge showed effect modification by venue of discharge, whereby patients with CI discharged to a facility had longer time to outcome as compared with those discharged home. Conclusions—Mini-Cog performance is a novel marker of posthospitalization risk. Discharge to facility rather than home may be protective for those patients with HF and CI. It is unknown whether structured in-home support would yield similar outcomes.Background— Heart failure (HF) guidelines recommend screening for cognitive impairment (CI) but do not identify how. The Mini-Cog is an ultrashort cognitive “vital signs” measure that has not been studied in patients hospitalized for HF. The purpose of this study was to evaluate whether CI as assessed by the Mini-Cog is associated with increased readmission or mortality risk after hospitalization for HF. Methods and Results— We analyzed 720 consecutive patients who completed the Mini-Cog as a part of routine clinical care during hospitalization for HF. Our primary outcome was time between hospital discharge and first occurrence of readmission or mortality. There was a high prevalence of CI as quantified by Mini-Cog performance (23% of cohort). During a mean follow-up time of 6 months, 342 (48%) patients were readmitted, and 24 (3%) died. Poor Mini-Cog performance was an independent predictor of composite outcome (adjusted hazard ratio, 1.90; 95% confidence interval, 1.47–2.44; P <0.0001) and was identified as the most important predictor among 55 variables by random survival forest analysis. Inclusion of Mini-Cog performance in risk models improved accuracy (bootstrapped c -index, 0.602 versus 0.624) and risk reclassification (category-free net reclassification improvement, 27%; 95% confidence interval, 14%–40%; P <0.001). Secondary analysis of initial 30 days post discharge showed effect modification by venue of discharge, whereby patients with CI discharged to a facility had longer time to outcome as compared with those discharged home. Conclusions— Mini-Cog performance is a novel marker of posthospitalization risk. Discharge to facility rather than home may be protective for those patients with HF and CI. It is unknown whether structured in-home support would yield similar outcomes.


Cardiovascular Revascularization Medicine | 2016

Frequency and factors associated with inappropriate for intervention cardiac catheterization laboratory activation

Apurva Patel; Roosha Parikh; Kanhaiya L. Poddar; Stephen G. Ellis; E. Murat Tuzcu; Samir Kapadia

BACKGROUND Current guidelines emphasize timely coronary intervention with a door to balloon time of ≤90min for favorable survival impact after STEMI. Efforts to achieve these targets may result in unnecessary emergent angiography for inappropriate activations. OBJECTIVE Evaluate the frequency, trend and factors which are significantly associated with inappropriate for intervention cardiac catheterization laboratory (CCL) activation. METHODS We analyzed 1764 consecutive emergent CCL activation for possible ST segment elevation myocardial infarction (STEMI) between 7/2005 and 8/2013. Inappropriate for intervention activation was defined as negative STEMI (incorrect diagnosis: insignificant coronary lesion, not requiring any intervention) and inappropriate patients (true STEMI but poor CCL candidacy). RESULTS Inappropriate for intervention CCL activation occurred in 317 patients (17.9%): 292 incorrect diagnosis (negative STEMI diagnosis), 25 inappropriate patients, with no difference in the frequency based on time of the day (18.6% regular hours vs. 17.6% off-hours, p=0.6). On multivariable analysis, female gender (OR 1.9 [1.2-3.0]), African American race (OR 1.9[1.3-2.7]), and prior coronary artery bypass graft surgery (OR 3.6 [2.3-5.5]) were significantly associated with incorrect diagnosis (negative STEMI diagnosis) (all p<0.005) and hyperlipidemia (OR 0.2 [0.1-0.3]), tobacco use (OR 0.2 [0.1-0.3]), and stroke/TIA (OR 0.2 [0.1-0.4]) had a significant inverse association (all p<0.001). ST Elevation with no reciprocal depression and pericarditis/myocarditis were the most common ECG finding and etiology respectively. CONCLUSION Inappropriate for intervention CCL activation is not uncommon and should be closely monitored to maximize resource utilization. Females, African American patients with few or no risk factors and patients presenting ST elevation but no reciprocal depression constitute a population that may require attention.

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Eileen Hsich

Case Western Reserve University

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